"Tools for OCR and Analyzing Text and Content in Images" matching MCP servers:

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  C

  maintenance

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  license

  C

  quality

  C

  maintenance

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• Divide and Conquer MCP Server

  landicefu

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  48

  7

  MIT

• MCP for IIIF Images

  mikeapp

  A

  license

  B

  quality

  B

  maintenance

  Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.

  Last updated 2025-07-24

  3

  6

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

  F

  license

  B

  quality

  C

  maintenance

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• Reuters Business and Financial

  BACH-AI-Tools

  A

  license

  -

  quality

  C

  maintenance

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT

• MCP OCR Server

  rjn32s

  A

  license

  -

  quality

  B

  maintenance

  Extracts text from images using Tesseract OCR with support for local files, URLs, and raw image bytes. It provides production-grade OCR capabilities and multi-language support through the Model Context Protocol.

  Last updated 2026-01-18

  35

  MIT

• OCR-MCP

  sandraschi

  A

  license

  -

  quality

  B

  maintenance

  Provides advanced OCR capabilities with multiple state-of-the-art backends (DeepSeek-OCR, Florence-2, DOTS.OCR, PP-OCRv5), supporting document processing, scanner integration, and multi-format output with layout preservation.

  Last updated 2026-05-14

  14

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• Handwriting OCR MCP Server

  Handwriting-OCR

  F

  license

  -

  quality

  D

  maintenance

  Enables integration between MCP clients and the Handwriting OCR service, allowing users to upload images and PDF documents, check processing status, and retrieve OCR results as Markdown.

  Last updated 2025-03-09

  15

• openai-images-mcp

  sam-david

  F

  license

  A

  quality

  C

  maintenance

  An MCP server for generating and editing images using OpenAI's GPT Image and DALL·E models. It provides tools for image generation, editing, variation creation, and model listing with support for multiple AI models.

  Last updated 2026-04-18

  4

• OCR MCP Service

  qiao-925

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.

  Last updated 2026-03-15

  2

  MIT

• GLM OCR MCP Server

  cs-qyzhang

  F

  license

  A

  quality

  B

  maintenance

  Enables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.

  Last updated 2026-02-10

  1

  5

• stock-images-mcp

  jeanpfs

  A

  license

  B

  quality

  C

  maintenance

  MCP server to search and download stock images from Pexels, Unsplash, and Pixabay

  Last updated 2026-02-11

  2

  163

  1

  MIT

• In Memoria

  pi22by7

  A

  license

  -

  quality

  C

  maintenance

  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated 2025-12-23

  187

  168

  MIT

• mcp-mistral-ocr

  everaldo

  A

  license

  -

  quality

  C

  maintenance

  OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)

  Last updated 2026-02-21

  37

  MIT

• MCP Server - Images

  rmrfslashbin

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.

  Last updated 2025-07-19

  MIT

• macOS Native OCR MCP Server

  wenjiazhu

  F

  license

  -

  quality

  -

  maintenance

  Provides offline, high-accuracy OCR capabilities for images and PDFs using macOS's built-in Vision framework. Supports multi-language text extraction with intelligent block aggregation for tables and paragraphs, outputting structured JSON data suitable for document reconstruction.

  Last updated 2026-01-23

  1

• Gemini OCR MCP Server

  WindoC

  F

  license

  -

  quality

  C

  maintenance

  Provides OCR services powered by Google's Gemini API to extract text from images via file paths or base64 strings. It enables high-accuracy text recognition and CAPTCHA processing through simple MCP tools.

  Last updated 2025-07-03

  5

• amazon-in-mcp

  justadityaraj

  A

  license

  A

  quality

  B

  maintenance

  MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links.

  Last updated 2026-05-19

  8

  3

  1

  MIT